Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

Google Cloud
您将获得的技能: 数据管道, 系统监控, CI/CD, 数据完整性, 灾难恢复, 数据转换, 数据处理, 性能调整, 数据流, 调试, 单元测试
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Probability & Statistics, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Data Pipelines, Cloud-Based Integration, Cloud Storage, Data Security, Data Integration, Data Management, Data Transformation, Cloud Management, DevOps
高级设置 · 项目 · 不超过 2 小时

Corporate Finance Institute
您将获得的技能: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Extract, Transform, Load, Consolidation, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Manipulation, Data Cleansing, Data Integration
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
中级 · 指导项目 · 不超过 2 小时

University of California San Diego
您将获得的技能: Algorithm, 可维护性, 面向对象设计, 计算思维, 理论计算机科学, 软件设计, Java 编程, 数据结构, 面向对象编程(OOP), Java, 图论, Networking 路由器, 应用程序开发
中级 · 课程 · 1-3 个月

Politecnico di Milano
您将获得的技能: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 探索性数据分析, 网页抓取, 数据结构, 数据科学, 集成开发环境, 数据操作, 数据导入/导出, R 语言程序设计(中文版), Jupyter, 编程原则, 数据分析
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 应用数学, 数学建模, 相关性分析, 分析技能, 制图, 代数, 测量系统, 微积分, 几何学, 回归分析, 三角法, R(软件), 数据分析, 普通数学, 统计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization
中级 · 课程 · 1-3 个月